{"id":"W2098268261","doi":"10.1093/heapol/czq078","title":"Increasing the priority of mental health in Africa: findings from qualitative research in Ghana, South Africa, Uganda and Zambia","year":2010,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Mental health; Government (linguistics); Legitimacy; Economic growth; Developing country; Psychological intervention; Medicine; Environmental health; Socioeconomics; Political science; Nursing; Sociology; Psychiatry; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006143178,0.0001464592,0.0003921204,0.0004231332,0.0005717872,0.00003183962,0.0001268679,0.0001176872,0.00002979514],"category_scores_gemma":[0.0001654957,0.0001158942,0.00001754447,0.0005632865,0.0002167595,0.00009547496,0.00009121715,0.0008468176,0.000003812014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379864,"about_ca_system_score_gemma":0.0002211844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1478794,"about_ca_topic_score_gemma":0.004766302,"domain_scores_codex":[0.9962321,0.001827706,0.0005589839,0.0003513825,0.0002135326,0.0008163165],"domain_scores_gemma":[0.9974455,0.001918379,0.0001974278,0.0001790374,0.00002094539,0.0002386818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004583334,0.0001229941,0.1477279,0.0001539644,0.00001227117,0.00000628298,0.8377951,1.378351e-7,0.00002272534,0.004229627,0.0006222704,0.008848357],"study_design_scores_gemma":[0.003394246,0.0005841405,0.7814921,0.0008516455,0.000003274708,0.00001534245,0.2054294,0.00007427239,0.00001566872,0.005338744,0.0025929,0.0002083344],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807904,0.00357179,0.000002103513,0.01310581,0.0001565457,0.0007067616,0.0002280953,0.00001034075,0.001428092],"genre_scores_gemma":[0.9985836,0.00007319417,0.0003240496,0.000727887,0.0001267728,0.00003399449,0.0000346452,0.00001227057,0.00008366026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6337641,"threshold_uncertainty_score":0.857795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2182960583922033,"score_gpt":0.5374930918769254,"score_spread":0.3191970334847221,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}